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Kai-Wen Guo

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Preprint Sep 2026

StrucPhysVideo: Learning Physical Dynamics from Structured Captions and Robot Actions

Modeling physical dynamics, including how objects move, interact, and change state, is central to video world models for embodied AI. We present StrucPhysVideo, a family of video world models that bridges physics-focused data curation with language- and action-conditioned prediction of scene evolution. Our data pipelin...

Awomo-WM Team Enhui Ma, Kai-Wen Guo, Ting-Rui Zhang et al. · 0 citations

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